{"total":13,"rows":[{"id":"2501.10945","title":"Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond","created":"2025-01-19","cited_by_count":18,"area":null},{"id":"2501.03406","title":"Low-Order Flow Reconstruction and Uncertainty Quantification in Disturbed Aerodynamics Using Sparse Pressure Measurements","created":"2025-01-06","cited_by_count":4,"area":null},{"id":"2409.09087","title":"KKT-Informed Neural Network","created":"2024-09-11","cited_by_count":2,"area":null},{"id":"2508.13979","title":"AutoScale: Linear Scalarization Guided by Multi-Task Optimization Metrics","created":"2025-08-19","cited_by_count":2,"area":null},{"id":"2604.08939","title":"Delve into the Applicability of Advanced Optimizers for Multi-Task Learning","created":"2026-04-10","cited_by_count":2,"area":null},{"id":"2509.07280","title":"Learning Generalized Hamiltonian Dynamics with Stability from Noisy Trajectory Data","created":"2025-09-08","cited_by_count":1,"area":null},{"id":"2608.11136","title":"sLTN: Structural Logic Tensor Networks","created":"2026-08-11","cited_by_count":1,"area":null},{"id":"2609.01558","title":"Gradient-Update Mismatch: Rethinking Conflict-Free Training of Physics-Informed Neural Networks","created":"2026-09-01","cited_by_count":1,"area":null},{"id":"2508.12086","title":"J6: Jacobian-Driven Role Attribution for Multi-Objective Prompt Optimization in LLMs","created":"2025-08-16","cited_by_count":0,"area":null},{"id":"2604.01279","title":"Sven: Singular Value Descent as a Computationally Efficient Natural Gradient Method","created":"2026-04-01","cited_by_count":0,"area":null},{"id":"2604.23839","title":"Focus on What Matters: Two-Stage ROI-Aware Refinement for Anatomy-Preserving Fetal Ultrasound Reconstruction","created":"2026-04-26","cited_by_count":0,"area":null},{"id":"2605.07756","title":"When Losses Align: Gradient-Based Composite Loss Weighting for Efficient Pretraining","created":"2026-05-08","cited_by_count":0,"area":null},{"id":"2605.30452","title":"A Unified Framework for Gradient Aggregation in Multi-Objective Optimization","created":"2026-05-28","cited_by_count":0,"area":null}],"next_cursor":null}